classification Computer Vision Project

Here are a few use cases for this project:

1. Vehicle Type Identification: This model can be used to identify and classify different types of vehicles on the road. This could be useful for traffic analysis, urban planning, or autonomous vehicle development. The classes might represent various vehicle types such as vans, trucks, cars, motorcycles, etc.

2. Road Surveillance Systems: The model could be used in road surveillance or security systems to identify specific classes of vehicles for law enforcement purposes. For example, to detect commercial vehicles that are using prohibited lanes or routes (class1: personal vehicles, class2: commercial vehicles, class3: emergency vehicles).

3. Parking Management Systems: The "classification" model could be adopted in Smart Parking solutions to differentiate between different vehicle types for managing parking allocations. In this case, the classes might be segmented by vehicle size (class1: compact cars, class2: medium-sized vehicles, class3: large vehicles or vans).

4. Fleet Management: Fleet management companies can use this model to identify and keep track of the different types of vehicles in their fleets. For example, a logistics company might classify their vehicles into different categories (class1: small vans, class2: medium vans, class3: large vans).

5. Traffic Flow Optimization: City planning or traffic management authorities could use this model to analyze the types of vehicles on the road during different times of the day to help optimize traffic flow or plan future infrastructure. For example, identifying the proportion of heavy goods vehicles (class3) versus light passenger vehicles (class1 and class2).